The collaborative work of the undergraduate BYU Bioinformatics Research group (BYU BRG) for the winter CAMDA CMAP DRUG Safety Challenge 2018. The following group members participated in this competition Rex Sumsion, Michael Bradshaw, Kimball Hill, Jeremy Beales, and Griffin.